Replication materials for "Yellin' at Yellen: Hostile Sexism in the Federal Reserve Congressional Hearings".
Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		Nicolo Fraccaroli
		Andreas Kern
		
This zipped folder is designed to reproduce all figures and tables from the manuscript and supporting information.

It contains the following directories:
	- code/: folder containing all scripts necessary to reproduce the results
		- LOG/: folder containing log files recording most recent run of the scripts on March 13, 2024
	- data/: folder containing all data
		- raw/: folder containing raw data
			- bills/: folder containing raw data on bills pertaining to constraining the FED
			- demographics/: folder containing raw data on politician demographic characteristics
			- donations/: folder containing raw data on campaign contributions
			- hearings/: folder containing raw data on congressional hearings
			- politicians/: folder containing raw data on politician political characteristics
		- prepped/: folder containing processed versions of the raw data
			- bills/: folder containing prepared data on bills pertaining to constraining the FED
			- demographics/: folder containing prepped data on politician demographic characteristics
			- hearings/: folder containing prepped data on congressional hearings
			- politicians/: folder containing prepped data on politician political characteristics
	- output/: folder containing output
		- figures/: folder containing PDFs of all figure found in the manuscript and SI, along with one PNG of the network plot
		- tables/: folder containing .tex files of all tables found in the manuscript and SI

The folder is designed to reproduce all output via a master R script (0_master.R). Fully replicating all content (ignoring scripts that require API keys) takes approximately 2 hours and 45 minutes on a Windows 11 laptop with a 20 core i9-13900H CPU and 17179869184 bytes of RAM.

Details on the compute environments and package versions used in the March 13, 2024 run can be found in each _LOG.txt file.

All contents are described in detail below. 

- code/:
	- 0_master.R: This script runs all subsequent scripts and records their output to a log file.
## *_DATA_*: These scripts prepare the data for analysis. Several of them are not meant to be part of the replication process, since they require personalized API keys which are not provided along with the replication materials. The output of these scripts is included to allow for full replication.
	- 0_DATA_demographics_scraper.R
		################################################################################
		##
		## Purpose: This script uses RSelenium to scrape information on politicians from
		##          https://api.govinfo.gov/. It is included for reference, but is not 
		##          part of the replication materials due to the reliance on an API key.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##  - Outputs:
		##    - ./data/raw/demographics/demographics.csv
		##
		################################################################################
	- 0_DATA_IG_scraper.R
		################################################################################
		##
		## Purpose: This script uses RSelenium to scrape information on interst groups from
		##          https://justfacts.votesmart.org/interest-groups. It is included for 
		##          reference, but is not  part of the replication materials due to the 
		##          reliance on an API key.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##  - Outputs:
		##    - ./data/prepped/demographics/IG_ratings_new.csv
		##
		################################################################################
	- 1_DATA_hearings_prep.R
		################################################################################
		##
		## Purpose: This script cleans the raw hearings.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/raw/hearings/.*.txt: Raw data from https://www.govinfo.gov/app/collection/chrg
		##    - ./data/prepped/hearings/converted_docs_new.csv: Saved intermediate file from this script
		##    - ./data/prepped/hearings/toCheck_12_25_2021_jbfixed_new.csv: Manually prepared data from an output of this script (./data/prepped/hearings/toCheck_12_25_2021.csv)
		## - Outputs:
		##    - ./data/prepped/hearings/toCheck_12_25_2021.csv
		##    - ./data/prepped/hearings/converted_docs_new.csv
		##    - ./data/prepped/hearings/cleaned_docs.csv
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 2_DATA_politician_prep.R
		################################################################################
		##
		## Purpose: This script prepares the information on the politicians.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/raw/politicians/1976-2020-house.csv: Raw data from https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/IG0UN2
		##    - ./data/raw/politicians/1976-2020-senate.csv: Raw data from https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/PEJ5QU
		##    - ./data/raw/politicians/new_legs_lookup_full.csv: Raw data from https://github.com/unitedstates/congress-legislators, manually prepared by Bisbee
		##    - ./data/raw/politicians/legislators-historical.csv: Raw data from https://github.com/unitedstates/congress-legislators
		##    - ./data/raw/politicians/HSall_members.csv: Raw data from VOTEVIEW (https://voteview.com/data)
		##    - ./data/prepped/hearings/cleaned_docs.csv: Prepped data from 1_DATA_hearings_prep.R
		##  - Outputs:
		##    - ./data/prepped/politicians/politician_prepped_new.csv
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 3_DATA_child_gender_prep.R
		################################################################################
		##
		## Purpose: This script prepares and cleans the data on children gender.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/raw/demographics/demographics.csv: Prepped data from 0_DATA_demographics_scraper.R (not run as part of replication)
		##    - ./data/prepped/demographics/toCheck_kids_jbmanual.csv: Manually prepared data from an output of this script (./data/prepped/demographics/toCheck_kids.csv)
		##    - ./data/prepped/demographics/manual_children_AK_JB_NF.csv: Manually prepared data from an output of this script (./data/prepped/demographics/toCheck_kids_hard_ones.csv)
		##    - ./data/prepped/demographics/demographics_clean.csv: Saved intermediate file from this script 
		##  - Outputs:
		##    - ./data/prepped/demographics/demographics_clean.csv
		##    - ./data/prepped/demographics/toCheck_kids.csv
		##    - ./data/prepped/demographics/toCheck_kids_hard_ones.csv
		##    - ./data/prepped/demographics/child_gender_final.csv
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 4_DATA_merge.R
		################################################################################
		##
		## Purpose: This script is an intermediate merge to help further clean the data.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/hearings/cleaned_docs.csv: Prepped data from 1_DATA_hearings_prep.R
		##    - ./data/prepped/demographics/child_gender_final.csv: Prepped data from 3_DATA_child_gender_prep.R
		##    - ./data/prepped/demographics/kids_to_check_12_25_2021_jb_manual.csv: Manually prepared data from an output of this script (./data/prepped/demographics/kids_to_check_12_25_2021.csv)
		##    - ./data/prepped/politicians/politician_prepped_new.csv: Prepped data from 2_DATA_politician_prep.R
		##    - ./data/raw/politicians/legislators-historical.csv: Raw data from https://github.com/unitedstates/congress-legislators
		##    - ./data/raw/politicians/legislators-current.csv: Raw data from https://github.com/unitedstates/congress-legislators
		##    - ./data/prepped/demographics/IG_ratings_new.csv: Prepped data from 0_DATA_IG_scraper.R (not run as part of replication)
		##    - ./data/raw/donations/cands##.txt: Raw data on campaign contributions from OpenSecrets (https://www.opensecrets.org/bulk-data)
		##    - ./data/prepped/demographics/IG_toclean_JBchecked.csv: Manually prepared data from an output of this script (./data/prepped/demographics/IG_toclean.csv)
		##    - ./data/prepped/demographics/child_gender_final_merged.csv: Saved intermediate file from this script 
		##  - Outputs:
		##    - ./data/prepped/demographics/kids_to_check_12_25_2021.csv
		##    - ./data/prepped/demographics/IG_toclean.csv
		##    - ./data/prepped/finalData_12_25_2021.RData
		##    - ./data/prepped/demographics/finalIG.csv
		##    - ./data/prepped/demographics/child_gender_final_merged.csv
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 5_DATA_bill_prep.R
		################################################################################
		##
		## Purpose: This script prepares the bills which pertain to votes to constrain the FED.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/raw/bills/congressional bills 1947-2016 (with audit for bisbee).dta: Replication data provided by Binder
		##    - ./data/raw/politicians/new_legs_lookup_full.csv: Raw data from Raw data from https://github.com/unitedstates/congress-legislators, manually prepared by Bisbee
		##    - ./data/prepped/hearings/cleaned_docs.csv: Prepped data from 1_DATA_hearings_prep.R
		##  - Outputs:
		##    - ./data/prepped/bills/binder_bills_merged.RData
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 6_DATA_intermediate_build.R
		################################################################################
		##
		## Purpose: This script prepares the final data for NLP scripts.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/finalData_12_25_2021.RData: Prepped data from 1_DATA_merge.R
		##    - ./data/prepped/bills/binder_bills_merged.RData: Prepped data from 5_DATA_bill_prep.R
		##    - ./data/raw/politicians/Yellen_vote.csv: Raw data from https://www.senate.gov/legislative/LIS/roll_call_lists/roll_call_vote_cfm.cfm?congress=117&session=1&vote=00006
		##  - Outputs:
		##    - ./data/prepped/finalData_for_NLP.RData
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 7_DATA_topic_model_prep.R
		################################################################################
		##
		## Purpose: This script estimates a range of topic models.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/finalData_for_NLP.RData: Prepped data from 6_DATA_intermediate_build.R
		##  - Outputs:
		##    - ./data/prepped/hearings/topic_robustness.RData
		##    - ./data/prepped/hearings/topic_models_100.RData
		##    - ./data/prepped/hearings/topic_robustness_JOPRR1_Grped.RData
		##    - ./data/prepped/hearings/topic_robustness_JOPRR1_spkr.RData
		##    - ./data/prepped/hearings/stm_results.RData
		##    - ./data/prepped/finalData_70kGrped.RData
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 8_DATA_toxicity_prep.R
		################################################################################
		##
		## Purpose: This script calculates the tone of each utterance using the peRspective API.
		##          It is not run as part of the replication, since users must provide their
		##          own API key.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/finalData_for_NLP.RData: Prepped data from 6_DATA_intermediate_build.R
		##  - Outputs:
		##    - ./data/prepped/toxicity_resultsFull.RData
		##
		################################################################################
	- 9_DATA_final_build.R
		################################################################################
		##
		## Purpose: This script assembles the final dataset and does some final cleaning.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/finalData_for_NLP.RData: Prepped data from 6_DATA_intermediate_build.R
		##    - ./data/prepped/hearings/toxicity_resultsFull.RData: Prepped data from 8_DATA_toxicity_prep.R (not run)
		##    - ./data/prepped/hearings/topic_models_100.RData: Prepped data from 7_DATA_topic_model_prep.R
		##    - ./data/prepped/hearings/topic_models_grp_spkr.RData: Prepped data from 7_DATA_topic_model_prep.R
		##  - Outputs:
		##    - ./data/prepped/finalData.RData
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- 10_DATA_ChatGPT_validation.R
		################################################################################
		##
		## Purpose: This script uses ChatGPT to help evaluate randomly selected pairwise
		##          comparisons of Yellen and other speakers' tones. It is included for 
		##          reference, but is not part of the replication materials due to the
		##          reliance on an API key.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		##  - Inputs:
		##    - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##    - ./data/prepped/chatGPT_polite_BTM_aggression.RData: Saved intermediate file from this script  
		##  - Outputs:
		##    - ./data/prepped/prepped_chunks_for_GPT.RData
		##    - ./data/prepped/chatGPT_polite_BTM_aggression.RData
		##    - ./output/chatGPT_polite_BTM_aggression_cleaned.RData
		##
		################################################################################		
## MS_*: These scripts produce the figures and tables found in the manuscript, as well as some of those found in the SI.
	- MS_figure_1.R
		################################################################################
		##
		## Purpose: This script creates Figure 1, along with SI figure 7
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_1.pdf
		##  - ./output/figures/SI_figure_7.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_2.R
		################################################################################
		##
		## Purpose: This script creates Figure 2
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_2.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_3.R
		################################################################################
		##
		## Purpose: This script creates Figure 3, along with SI figure 8 and SI table 3.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_3.pdf
		##  - ./output/tables/SI_table_3.tex
		##  - ./output/figures/SI_figure_8.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_4.R
		################################################################################
		##
		## Purpose: This script creates Figure 4, along with SI table 4
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_4.pdf
		##  - ./output/tables/SI_table_4.tex
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_5.R
		################################################################################
		##
		## Purpose: This script creates Figure 5
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_5.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_6.R	
		################################################################################
		##
		## Purpose: This script creates Figure 6, along with SI table 5
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_6.pdf
		##  - ./output/tables/SI_table_5.tex
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_7.R
		################################################################################
		##
		## Purpose: This script creates Figure 7, along with SI figure 11 and SI tables
		##          6 and 7.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_7.pdf
		##  - ./output/tables/SI_table_6.tex
		##  - ./output/tables/SI_table_7.tex
		##  - ./output/figures/SI_figure_11.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_8.R
		################################################################################
		##
		## Purpose: This script creates Figure 8
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_8.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_9.R
		################################################################################
		##
		## Purpose: This script creates Figure 9
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##  - ./data/prepped/hearings/topic_models_100.RData: Prepped data from 7_DATA_topic_model_prep.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_9.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_10.R
		################################################################################
		##
		## Purpose: This script creates Figure 10, along with SI figure 19.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##  - ./data/prepped/hearings/topic_models_100.RData: Prepped data from 7_DATA_topic_model_prep.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_10.pdf
		##  - ./output/figures/SI_figure_19.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_figure_11.R
		################################################################################
		##
		## Purpose: This script creates Figure 11, along with SI 9 and 10.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/MS_figure_11.pdf
		##  - ./output/figures/SI_table_9.tex
		##  - ./output/figures/SI_table_10.tex
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- MS_table_1.R
		################################################################################
		##
		## Purpose: This script creates Table 1, along with SI figure 11 and
		##          SI tables 11.
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/tables/MS_table_1.tex
		##  - ./output/tables/SI_table_11.tex
		##  - ./output/figures/SI_figure_10.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
## SI_*: These scripts produce the figures and tables found in the SI.
	- SI_figure_4.R
		################################################################################
		##
		## Purpose: This script creates SI Figure 4
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		## Output Files:
		##  - ./output/figures/SI_figure_4.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- SI_figure_6.R
		################################################################################
		##
		## Purpose: This script creates SI Figure 6
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/SI_figure_6.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- SI_figure_9.R
		################################################################################
		##
		## Purpose: This script creates SI Figure 9
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/SI_figure_9.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- SI_section_1.R
		################################################################################
		##
		## Purpose: This script creates all figures and tables from SI section 1
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/tables/SI_table_1.tex
		##  - ./output/tables/SI_table_2.tex
		##  - ./output/figures/SI_figure_2.pdf
		##  - ./output/figures/SI_figure_3.pdf
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- SI_section_8.R
		################################################################################
		##
		## Purpose: This script creates all figures and tables from SI section 8
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/SI_figure_12.pdf
		##  - ./output/figures/SI_figure_13.pdf
		##  - ./output/figures/SI_figure_14.pdf
		##  - ./output/figures/SI_figure_15.pdf
		##  - ./output/figures/SI_figure_16.pdf
		##  - ./output/figures/SI_figure_17.pdf
		##  - ./output/figures/SI_figure_18.pdf
		##  - ./output/figures/SI_figure_19.pdf
		##  - ./output/figures/SI_figure_20.pdf
		##  - ./output/figures/SI_figure_21.pdf
		##  - ./output/figures/SI_figure_22.pdf
		##  - ./output/figures/SI_figure_23.pdf
		##  - ./output/tables/SI_table_15.tex
		##  - ./output/tables/SI_table_16.tex
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
	- SI_section_10.R
		################################################################################
		##
		## Purpose: This script creates all figures and tables from SI section 10
		##
		## Author: James Bisbee (james.h.bisbee@vanderbilt.edu)
		##
		## Input Files:
		##  - ./data/prepped/finalData.RData: Prepped data from 9_DATA_final_build.R
		##
		## Output Files:
		##  - ./output/figures/SI_figure_24.pdf
		##  - ./output/figures/SI_figure_25.pdf
		##  - ./output/figures/SI_figure_26.pdf
		##  - ./output/figures/SI_figure_27.pdf
		##  - ./output/figures/SI_figure_28.pdf
		##  - ./output/tables/SI_table_11.tex
		##
		##
		## See associated log file for compute environment, package versions, 
		##  and date of most recent run.
		##
		################################################################################
- data/: 
	- raw/:
		- bills/:
			- congressional bills 1947-2016 (with audit for bisbee).dta: replication data from Sarah Binder used in this blog post: https://www.washingtonpost.com/news/monkey-cage/wp/2016/01/11/a-brief-history-of-attempts-to-audit-the-fed-rand-paul-is-a-latecomer/
		- demographics/: 
			- demographics.csv: scraped data from https://api.govinfo.gov/ containing demographic information on politicians
		- donations/:
			- cands##.txt: Raw data on campaign contributions from OpenSecrets (https://www.opensecrets.org/bulk-data)
		- hearings/:
			- fedYYY-MM-DD.txt: Raw hearing data from https://www.govinfo.gov/app/collection/chrg
		- politicians/:
			- 1976-2020-house.csv: Raw data from https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/IG0UN2
			- 1976-2020-senate.csv: Raw data from https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/PEJ5QU
			- HSall_members.csv: Raw data from VOTEVIEW (https://voteview.com/data)
			- legislators-current.csv: Raw data from https://github.com/unitedstates/congress-legislators
			- legislators-historical.csv: Raw data from https://github.com/unitedstates/congress-legislators
			- new_legs_lookup_full.csv: Raw data from https://github.com/unitedstates/congress-legislators, manually prepared by Bisbee
			- Yellen_vote.csv: Raw data from https://www.senate.gov/legislative/LIS/roll_call_lists/roll_call_vote_cfm.cfm?congress=117&session=1&vote=00006
	- prepped/:
		- bills/: 
			- binder_bills_merged.RData: Prepped data from 5_DATA_bill_prep.R
		- demographics/:
			- child_gender_final.csv: Prepped data from 3_DATA_child_gender_prep.R
			- child_gender_final_merged.csv: Prepped data from 4_DATA_merge.R
			- child_gender_final_merged_cleaned.csv: Prepped data from 4_DATA_merge.R
			- demographics_clean.csv: Prepped data from 3_DATA_child_gender_prep.R
			- finalIG.csv: Prepped data from 4_DATA_merge.R
			- IG_ratings_new.csv: data on interest group donations, generated by 0_DATA_IG_scraper.R
			- IG_toclean.csv: Prepped data from 4_DATA_merge.R
			- IG_toclean_JBchecked.csv: data on interest group donations, manually checked by JB on 10/30/2021
			- kids_to_check_12_25_2021.csv: Prepped data from 4_DATA_merge.R
			- kids_to_check_12_25_2021_jb_manual.csv: data on child gender, manually checked by JB on 10/24/2021
			- manual_children_AK_JB_NF.csv: data on child gender, manually checked by JB, NF, and AK on 12/18/2021
			- toCheck_kids.csv: Prepped data from 3_DATA_child_gender_prep.R
			- toCheck_kids_hard_ones.csv: Prepped data from 3_DATA_child_gender_prep.R
			- toCheck_kids_jbmanual.csv: data on child gender, manually checked by JB on 10/24/2021
		- hearings/:
			- cleaned_docs.csv: Prepped data from 1_DATA_hearings_prep.R
			- converted_docs_new.csv: Prepped data from 1_DATA_hearings_prep.R
			- stm_results.RData: Prepped data from 7_DATA_topic_model_prep.R
			- stm_results_70kGrped.RData: Prepped data from 7_DATA_topic_model_prep.R
			- toCheck_12_25_2021.csv: Prepped data from 1_DATA_hearings_prep.R
			- toCheck_12_25_2021_jbfixed_new.csv: data on hearings, manually checked by JB on 12/25/2021
			- topic_models_100.RData: Prepped data from 7_DATA_topic_model_prep.R
			- topic_models_grp_spkr.RData: Prepped data from 7_DATA_topic_model_prep.R
			- topic_robustness.RData: Prepped data from 7_DATA_topic_model_prep.R
			- topic_robustness_JOPRR1_Grped.RData: Prepped data from 7_DATA_topic_model_prep.R
			- topic_robustness_JOPRR1_spkr.RData: Prepped data from 7_DATA_topic_model_prep.R
			- toxicity_resultsFull.RData: Prepped data from 8_DATA_toxicity_prep.R
		- politicians/:
			- politician_prepped_new.csv: Prepped data from 2_DATA_politician_prep.R
		- chatGPT_polite_BTM_aggression.RData: Prepped data from 10_DATA_ChatGPT_validation.R (not re-generated as part of replication process)
		- chatGPT_polite_BTM_aggression_cleaned.RData: Prepped data from 10_DATA_ChatGPT_validation.R (not re-generated as part of replication process)
		- prepped_chunks_for_GPT.RData: Prepped data from 10_DATA_ChatGPT_validation.R (not re-generated as part of replication process)
		- finalData_for_NLP.RData: Prepped data from 6_DATA_intermediate_build.R
		- finalData_12_25_2021.RData: Prepped data from 4_DATA_merge.R